Halluscoring 2026: The first shared task on llms hallucination detection and answer verification

Aisha Alansari, Abdessalam Bouchekif, Ahmed Hasanaath +9

We present HalluScoring 2026, a shared task for evaluating hallucination detection and factual verification in Arabic question answering under challenging generalization settings.…